Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

TCGA-BB-4228-01A-01R-1436-07

379d97f0-0ef8-513b-a66a-818e68e268e3

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • E2F_TARGETS+0.560
  • G2M_CHECKPOINT+0.380
  • MYC_TARGETS_V1+0.290
  • SPERMATOGENESIS+0.230
  • DNA_REPAIR+0.190
  • MYC_TARGETS_V2+0.140
  • BILE_ACID_METABOLISM+0.090
  • OXIDATIVE_PHOSPHORYLATION+0.090
  • MITOTIC_SPINDLE+0.070
  • FATTY_ACID_METABOLISM+0.040

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.590
  • INTERFERON_GAMMA_RESPONSE-0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.310
  • APICAL_JUNCTION-0.300
  • INFLAMMATORY_RESPONSE-0.290
  • CHOLESTEROL_HOMEOSTASIS-0.280
  • MYOGENESIS-0.280
  • COMPLEMENT-0.270
  • PROTEIN_SECRETION-0.260

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_Z45HD492
brain-umap@2
medulloblastoma0.855
2SRR5088911
melanoma-umap@29
0.833
3BS_SKGJ5SY9
brain-umap@2
medulloblastoma0.829
4C3L-00965
lung-landscapes@6
cohortSQ20.829
5BS_09Z7TC35
brain-umap@2
medulloblastoma0.825
6BS_E3BAT4C1
brain-umap@2
medulloblastoma0.823
7SRR8518301
breast-umap@18
E0.819
8BS_EFE4YEK3
brain-umap@2
medulloblastoma0.818
9C3L-04013
lung-landscapes@6
cohortMD10.813
10BS_M86ECPHK
brain-umap@2
Embryonal tumors0.811

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 13 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.560Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
MYC_TARGETS_V10.290Inavolisib— uncovered
SPERMATOGENESIS0.230Inavolisib— uncovered
DNA_REPAIR0.190Idelalisib— uncovered
MYC_TARGETS_V20.140Idelalisib— uncovered
BILE_ACID_METABOLISM0.090Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.090Remibrutinib— uncovered
MITOTIC_SPINDLE0.070Inavolisib— uncovered
FATTY_ACID_METABOLISM0.040Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.020Cobimetinib— uncovered
ADIPOGENESIS0.010Inavolisib— uncovered